Writing a "clear room" Z80 and Spectrum emulator with Claude Code

Model: deepseek/deepseek-v3.2-20251201 +0.16 @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 Compare

Model Comparison

Model	Editorial	Structural	Class	Conf	SETL	Theme
deepseek/deepseek-v3.2-20251201	+0.16	+0.10	Mild positive	0.06	0.14	Scientific & Cultural Participation
@cf/meta/llama-4-scout-17b-16e-instruct lite	0.00	ND	Neutral	0.90	0.00	Technology Experiment
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	0.00	ND	Neutral	0.90	0.00	No human rights theme

Section	deepseek/deepseek-v3.2-20251201	@cf/meta/llama-4-scout-17b-16e-instruct lite	@cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble	ND	ND	ND
Article 1	ND	ND	ND
Article 2	ND	ND	ND
Article 3	ND	ND	ND
Article 4	ND	ND	ND
Article 5	ND	ND	ND
Article 6	ND	ND	ND
Article 7	ND	ND	ND
Article 8	ND	ND	ND
Article 9	ND	ND	ND
Article 10	ND	ND	ND
Article 11	ND	ND	ND
Article 12	ND	ND	ND
Article 13	ND	ND	ND
Article 14	ND	ND	ND
Article 15	ND	ND	ND
Article 16	ND	ND	ND
Article 17	0.10	ND	ND
Article 18	ND	ND	ND
Article 19	0.01	ND	ND
Article 20	ND	ND	ND
Article 21	ND	ND	ND
Article 22	ND	ND	ND
Article 23	ND	ND	ND
Article 24	ND	ND	ND
Article 25	ND	ND	ND
Article 26	0.15	ND	ND
Article 27	0.26	ND	ND
Article 28	ND	ND	ND
Article 29	ND	ND	ND
Article 30	ND	ND	ND

Longitudinal 738 HN snapshots · 52 evals

Audit Trail 72 entries

2026-03-02 13:35	eval_success	Evaluated: Mild positive (0.13)	- -
2026-03-02 13:35	eval	Evaluated by deepseek-v3.2: +0.13 (Mild positive) 12,067 tokens -0.02
2026-03-02 13:35	rater_validation_warn	Validation warnings for model deepseek-v3.2: 0W 1R	- -
2026-03-02 12:17	eval_success	Evaluated: Mild positive (0.15)	- -
2026-03-02 12:17	rater_validation_warn	Validation warnings for model deepseek-v3.2: 0W 1R	- -
2026-03-02 12:17	eval	Evaluated by deepseek-v3.2: +0.15 (Mild positive) 11,628 tokens -0.50
2026-03-02 01:08	eval_success	Evaluated: Strong positive (0.65)	- -
2026-03-02 01:08	eval	Evaluated by deepseek-v3.2: +0.65 (Strong positive) 11,930 tokens +0.49
2026-03-02 01:08	rater_validation_warn	Validation warnings for model deepseek-v3.2: 0W 1R	- -
2026-03-02 01:02	dlq_auto_replay	DLQ auto-replay: message 98016 re-enqueued	- -
2026-03-01 10:57	eval_success	Evaluated: Mild positive (0.16)	- -
2026-03-01 10:57	eval	Evaluated by deepseek-v3.2: +0.16 (Mild positive) 10,724 tokens -0.19
2026-03-01 10:57	rater_validation_warn	Validation warnings for model deepseek-v3.2: 0W 1R	- -
2026-03-01 02:01	dlq_auto_replay	DLQ auto-replay: message 97888 re-enqueued	- -
2026-02-28 23:12	dlq	Dead-lettered after 1 attempts: Writing a "clear room" Z80 and Spectrum emulator with Claude Code	- -
2026-02-28 23:12	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 23:05	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 22:16	dlq	Dead-lettered after 1 attempts: Writing a "clear room" Z80 and Spectrum emulator with Claude Code	- -
2026-02-28 22:16	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 22:16	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 21:52	dlq	Dead-lettered after 1 attempts: Writing a "clear room" Z80 and Spectrum emulator with Claude Code	- -
2026-02-28 21:52	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 21:37	eval_failure	Evaluation failed: AbortError: The operation was aborted	- -
2026-02-28 17:48	dlq	Dead-lettered after 1 attempts: Writing a "clear room" Z80 and Spectrum emulator with Claude Code	- -
2026-02-28 16:43	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 13:18	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 13:05	eval	Evaluated by deepseek-v3.2: +0.35 (Moderate positive) 12,221 tokens +0.21
2026-02-28 12:55	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 12:49	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 12:18	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 11:03	eval	Evaluated by deepseek-v3.2: +0.14 (Mild positive) 11,924 tokens +0.11
2026-02-28 10:23	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 10:17	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 10:05	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 08:57	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 08:27	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 07:56	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 07:37	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 07:36	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 07:33	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 06:35	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 06:34	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 06:34	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 06:22	eval	Evaluated by deepseek-v3.2: +0.03 (Neutral) 12,798 tokens -0.04
2026-02-28 06:16	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 05:53	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 05:40	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 05:37	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 05:29	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 05:28	eval	Evaluated by deepseek-v3.2: +0.07 (Neutral) 11,725 tokens
2026-02-28 05:11	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 04:55	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 04:41	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 04:32	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 04:28	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 04:05	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 03:38	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 03:29	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 03:21	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 03:02	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 02:32	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 02:28	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 02:14	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 02:11	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 02:02	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 01:48	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 01:38	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post no rights stance
2026-02-28 01:34	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 01:25	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 01:18	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Technical post no rights stance
2026-02-28 01:01	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial on tech experiments, neutral rights stance
2026-02-28 00:57	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning Editorial on tech experiments, neutral rights stance

build 1ad9551+j7zs · deployed 2026-03-02 09:09 UTC · evaluated 2026-03-02 13:57:54 UTC